Fall
Noise Characteristics – Real-Life System
![](http://mrsdprojects.ri.cmu.edu/2021teamd/wp-content/uploads/sites/53/2021/12/noise_analysis.png)
Tasks & Collisions – Virtual Robotic System
![](http://mrsdprojects.ri.cmu.edu/2021teamd/wp-content/uploads/sites/53/2021/12/task_collision.png)
Time Penalty – Virtual Robotic System
![](http://mrsdprojects.ri.cmu.edu/2021teamd/wp-content/uploads/sites/53/2021/12/time_penalty.png)
Forklift Speeds – Virtual Robotic System
![](http://mrsdprojects.ri.cmu.edu/2021teamd/wp-content/uploads/sites/53/2021/12/forklift_speed.png)
Impact of Noise – Virtual Robotic System
![](http://mrsdprojects.ri.cmu.edu/2021teamd/wp-content/uploads/sites/53/2021/12/impact_noise.png)
Spring
Predictive Avoidance Testing – Virtual System
50 runs to see its performance and analyze how the initial condition affects the results.
Effect of Robot Initial Condition (Head-on Case)
![](http://mrsdprojects.ri.cmu.edu/2021teamd/wp-content/uploads/sites/53/2021/05/tesing_results.png)